• DocumentCode
    2470295
  • Title

    Accuracy and repeatability of parameter estimation methods from ambulatory data for the wrist joint

  • Author

    Esmaeili, Mohammad ; Moussouni, Sarah ; Widjaja, Ferdinan ; Gamage, Kumudu ; Campolo, Domenico

  • Author_Institution
    Sch. of Mech. & Aerosp. Eng., Nanyang Technol. Univ., Singapore, Singapore
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    1292
  • Lastpage
    1296
  • Abstract
    In this paper, as a preliminary study, we show that accuracy and repeatability in ambulatory measurements of wrist joint are related to movement conditions which are going to be used in a calibration procedure. We chose two representative in-vivo, non-invasive calibration methods of the human upper limb, from those available in literature, to estimate joint parameters. Developing an analytical model of wrist joint we used sets of synthetic data each of which containing different number of samples, joint covariations and noise to estimate the repeatability and accuracy of the methods in estimation. Afterwards, we used our mechanical mock-up to examine single joint motions as well as the rotation of both joints (i.e. flexion-extension rotation and radial-ulnar deviation) on accuracy and repeatability by calculating the mean and standard deviation of the relative errors. Finally, we show that the accuracy of adapted method (its relative error was less than 7%) is better than the other method in estimating the joint parameters.
  • Keywords
    biomechanics; biomedical measurement; bone; calibration; motion measurement; parameter estimation; calibration procedure; flexion-extension rotation; human upper limb; in vivo noninvasive calibration methods; joint parameter estimation; joint rotation; movement conditions; parameter estimation accuracy; parameter estimation methods; parameter estimation repeatability; radial-ulnar deviation; single joint motion; wrist joint ambulatory data; Accuracy; Humans; Iron; Joints; Sensors; Vectors; Wrist; Actigraphy; Algorithms; Arthrometry, Articular; Diagnosis, Computer-Assisted; Humans; Monitoring, Ambulatory; Range of Motion, Articular; Reproducibility of Results; Sensitivity and Specificity; Wrist Joint;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6090304
  • Filename
    6090304